Overview
This Rmarkdown notebook explores exposure data for Ch. 3 of my dissertation project. This study uses air quality and drilling from 1999 to 2019 across California.
Data sources
- California Air Resources Board - administrative shapefiles
- Enverus (formerly DrillingInfo) - well sites
- US EPA Air Quality System (AQS) - monitoring sites, air pollutant concentrations
- US Census Bureau - administrative shapefiles
For this project, we used data from 284 unique monitors from the AQS dataset. We obtained data on concentrations of four air pollutants from 1999 to 2019: CO, O3, NO2, PM10, PM2.5, and SO2. Note that not all monitors monitor all pollutants.
Air Quality Monitors
Map. Location of air quality monitors and oil fields

Map. Location of air quality monitors and air basins

We used data on 30886 well sites in preproduction and 92421 well sites in production in California during the study period (1999-2019). Note that these groups are not mutually exclusive. Well sites were most highly concentrated in the Central Valley and Southern California.
Map. Location of air quality monitors and well sites
The orange shaded area is a 5 km buffer around well sites in preproduction stage. The dark gray shaded area is a 5 km buffer around well sites in the production stage.

Distribution of Pollutant Concentrations
///// organize by pollutant? map monitors by pollutant?
Distribution of CO Concentrations

Distribution of N02 Concentrations

Distribution of Ozone Concentrations

Distribution of PM10 Concentrations
This distibution is right-skewed

Distribution of PM2.5 Concentrations

Distribution of SO2 Concentrations

Pollutant Concentrations by Month
CO Concentration by Month

NO2 Concentration by Month

Ozone Concentration by Month

PM10 Concentration by Month

PM2.5 Concentration by Month

SO2 Concentration by Month
Concentrations by Air Basin
---
title: "Ch. 3: Oil Production and Air Quality in California"
subtitle: "Data Exploration: Air Quality Data"
output: html_notebook
---

```{r setup, include=FALSE}
# loads necessary packages and defines global variables
  source("../../code/0-setup/01-setup.R")
```

```{r data_import, echo=FALSE, include=FALSE}
# imports raw data
  # California Air Resources Board (CARB) - administrative shapefiles
  carb_air_basins_raw <-
    st_read("../../data/raw/cal_epa/carb_air_basins/CaAirBasin.shp")
  carb_air_districts_raw <-
    st_read("../../data/raw/cal_epa/carb_air_districts/CaAirDistrict.shp")
  
  # CalGEM - production, shapefiles
  calgem_fields_raw <- 
    st_read("../../data/raw/cal_gem/field_boundaries/DOGGR_Admin_Boundaries_Master.shp")
  
  # DrillingInfo - oil and gas well sites
  di_wells_raw <-
    read_csv("../../data/raw/drillinginfo/california_wells_jan2019.csv")
  
# US EPA Air Quality System (AQS) - ambient air quality
  aqs_co_raw <- list.files("../../data/raw/us_epa/air_quality_system/co", # gets names
                            pattern = "epa_aqs_co", full.names = T) %>%
    map_df(~read_csv(.))
  
  aqs_no2_raw <- list.files("../../data/raw/us_epa/air_quality_system/no2",
                               pattern = "epa_aqs_no2", full.names = T) %>%
    map_df(~read_csv(.))  # imports all files
  
  aqs_ozone_raw <- list.files("../../data/raw/us_epa/air_quality_system/ozone",
                                 pattern = "epa_aqs_ozone", full.names = T) %>%
    map_df(~read_csv(.))
  
  aqs_pm2.5_raw <- list.files("../../data/raw/us_epa/air_quality_system/pm25",
                                 pattern = "epa_aqs_pm25", full.names = T) %>%
    map_df(~read_csv(.))
  
  aqs_pm10_raw <- list.files("../../data/raw/us_epa/air_quality_system/pm10",
                                pattern = "epa_aqs_pm10", full.names = T) %>%
    map_df(~read_csv(.))
  
  aqs_so2_raw <- list.files("../../data/raw/us_epa/air_quality_system/so2", # gets names
                           pattern = "epa_aqs_so2", full.names = T) %>%
    map_df(~read_csv(.))  # imports all files
```

```{r data_tidying, include=FALSE}
# loads functions for tidying the data
  source("../../code/2-tidying/01-tidy_airnow_data.R")
  #source("../../code/2-tidying/02-tidy_drilling_data.R")

# prepares US EPA Air Quality System (AQS) data
  aqs_co   <- prepAirQualityData(aqs_co_raw, 
                                  "daily_max_co_concentration", 
                                  "Daily Max 8-hour CO Concentration") %>%
    # summarizes mean monthly concentration for each pollutant; it's easier
    # to do this outside the prepAirQualityData function
    group_by(site_id, month_year) %>%
    dplyr::summarize(monthly_mean_co = mean(daily_max_co_concentration,
                                             na.rm = TRUE))

  aqs_no2   <- prepAirQualityData(aqs_no2_raw, 
                                 "daily_max_no2_concentration", 
                                 "Daily Max 1-hour NO2 Concentration") %>%
    # summarizes mean monthly concentration for each pollutant; it's easier
    # to do this outside the prepAirQualityData function
    group_by(site_id, month_year) %>%
    dplyr::summarize(monthly_mean_no2 = mean(daily_max_no2_concentration,
                                             na.rm = TRUE))
  
  aqs_ozone <- prepAirQualityData(aqs_ozone_raw, 
                                 "daily_max_ozone_concentration", 
                                 "Daily Max 8-hour Ozone Concentration") %>%
    # summarizes mean monthly concentration for each pollutant; it's easier
    # to do this outside the prepAirQualityData function
    group_by(site_id, month_year) %>%
    dplyr::summarize(monthly_mean_ozone = mean(daily_max_ozone_concentration,
                                               na.rm = TRUE))
  
  aqs_pm2.5 <- prepAirQualityData(aqs_pm2.5_raw, 
                                 "daily_mean_pm2.5_concentration", 
                                 "Daily Mean PM2.5 Concentration") %>%
    # summarizes mean monthly concentration for each pollutant; it's easier
    # to do this outside the prepAirQualityData function
    group_by(site_id, month_year) %>%
    dplyr::summarize(monthly_mean_pm2.5 = mean(daily_mean_pm2.5_concentration,
                                               na.rm = TRUE))
  
  aqs_pm10  <- prepAirQualityData(aqs_pm10_raw, 
                                 "daily_mean_pm10_concentration", 
                                 "Daily Mean PM10 Concentration") %>%
    # summarizes mean monthly concentration for each pollutant; it's easier
    # to do this outside the prepAirQualityData function
    group_by(site_id, month_year) %>%
    dplyr::summarize(monthly_mean_pm10 = mean(daily_mean_pm10_concentration,
                                              na.rm = TRUE))
  
  aqs_so2   <- prepAirQualityData(aqs_so2_raw, 
                                  "daily_max_so2_concentration", 
                                  "Daily Max 1-hour SO2 Concentration") %>%
    # summarizes mean monthly concentration for each pollutant; it's easier
    # to do this outside the prepAirQualityData function
    group_by(site_id, month_year) %>%
    dplyr::summarize(monthly_mean_so2 = mean(daily_max_so2_concentration,
                                             na.rm = TRUE))
  
  # merges pollutant observations across all 'aqs_sites' to make one
  # combined tibble with all observations
  
    # for each pollutant, creates unique id for each 'site_id_month_year'; 
    # then uses 'aqs_no2' as the base tibble, strips redundant variables from
    # the tibbles for the other three pollutants, and calls a left_join
    aqs_ozone <- aqs_ozone %>%
      # creates unique id for each site_id_month_year
      mutate(site_id_month_year = paste(site_id, month_year, sep = "-"))
    aqs_ozone$site_id_month_year <- 
      as.factor(aqs_ozone$site_id_month_year)
    
    aqs_co <- aqs_co %>%
      mutate(site_id_month_year = paste(site_id, month_year, sep = "-")) %>%
      dplyr::select(site_id_month_year, site_id, monthly_mean_co)
    
    aqs_no2 <- aqs_no2 %>%
      mutate(site_id_month_year = paste(site_id, month_year, sep = "-")) %>%
      dplyr::select(site_id_month_year, site_id, monthly_mean_no2)
    
    aqs_pm10 <- aqs_pm10 %>%
      mutate(site_id_month_year = paste(site_id, month_year, sep = "-")) %>%
      dplyr::select(site_id_month_year, site_id, monthly_mean_pm10)
    
    aqs_pm2.5 <- aqs_pm2.5 %>%
      mutate(site_id_month_year = paste(site_id, month_year, sep = "-")) %>%
      dplyr::select(site_id_month_year, site_id, monthly_mean_pm2.5)
    
    aqs_so2 <- aqs_so2 %>%
      mutate(site_id_month_year = paste(site_id, month_year, sep = "-")) %>%
      dplyr::select(site_id_month_year, site_id, monthly_mean_so2)
    
    # makes final combined dataset
    aqs_combined <- 
      left_join(aqs_ozone, aqs_co, by = "site_id_month_year") %>%
      left_join(aqs_no2, by = "site_id_month_year") %>%
      left_join(aqs_pm10, by = "site_id_month_year") %>%
      left_join(aqs_pm2.5, by = "site_id_month_year") %>%
      left_join(aqs_so2, by = "site_id_month_year") %>%
      # cleans up and arranges columns
      mutate(site_id = site_id.x) %>%
      dplyr::select(site_id, 
                    month_year, 
                    site_id_month_year, 
                    monthly_mean_co,
                    monthly_mean_ozone,
                    monthly_mean_no2, 
                    monthly_mean_pm10, 
                    monthly_mean_pm2.5, 
                    monthly_mean_so2)#, 
                    #site_id.x)
    
    # converts 'site_id_month_year' to factor
    aqs_combined$site_id_month_year <- 
      as.factor(aqs_combined$site_id_month_year)
    
    # gets lat/long data from raw data and joins by site_id
    aqs_lat_long <- aqs_ozone_raw %>%
      mutate(site_id   = as.factor(`Site ID`),
             latitude  = SITE_LATITUDE,
             longitude = SITE_LONGITUDE) %>%
      dplyr::select(site_id, longitude, latitude) %>%
      distinct()
    
    # makes final 'aqs_combined' dataset before analysis
    aqs_combined <- aqs_combined %>%
      # joins lat/long data to combined airnow dataset
      left_join(aqs_lat_long, by = "site_id") %>%
      # adds column to capture inverse distance weighted (IDW) index
      # in the exposure assessment below
      mutate(idw_index = NA)
```

```{r data_tidying2, include=FALSE}
# prepares datasets necessary for this notebook

  # sites of air quality monitors, sf object
  aqs_sites <- aqs_combined %>%
    distinct(site_id, .keep_all = TRUE) %>%
    st_as_sf(coords = c("longitude", "latitude"), crs = crs_nad83)

  # preps CalGEM fields data; needs to happen before prepDrillingData()
    calgem_fields <- calgem_fields_raw %>%
      st_transform(crs_nad83) %>%
      # renames varible names
      mutate(field_object_id    = OBJECTID,  # not sure what this is
             field_name         = NAME,
             field_code         = FIELD_CODE,
             field_area_sq_mile = AREA_SQ_MI,
             field_area_acre    = AREA_ACRE,
             field_perimeter    = PERIMETER,
             field_start_date   = StartDate,
             field_end_date     = EndDate,
             district_name      = District) %>%
      # keeps only the variables we need
      select(field_object_id:district_name)

  # preps DrillingInfo wells data
  di_wells <- prepDrillingData(di_wells_raw)
    
  # wells in preproduction stage during the study period, sf object
  wells_preprod <- di_wells %>%
    filter(drilled_1999_to_2019 == 1) %>%
    st_as_sf(coords = c("longitude", "latitude"), crs = crs_nad83)
    
  # wells in production stage during the study period, sf object
  wells_prod <- di_wells %>%
    filter(prod_1999_to_2019 == 1) %>%
    st_as_sf(coords = c("longitude", "latitude"), crs = crs_nad83)
  
  # makes 5 km buffer around well sites in preproduction stage
  wells_preprod_buffer <- wells_preprod %>%
    # transforms objected to projected CRS, necessary before making buffer
    st_transform(crs_projected) %>%
    # makes 5,000 m buffer
    st_buffer(dist = 5000) %>%  # distance in meters
    # merges overlapping polygons
    st_union() 
  
  # makes 5 km buffer around well sites in production stage
  wells_prod_buffer <- wells_prod %>%
    # transforms objected to projected CRS, necessary before making buffer
    st_transform(crs_projected) %>%
    # makes 5,000 m buffer
    st_buffer(dist = 5000) %>%  # distance in meters
    # merges overlapping polygons
    st_union() 
```

### Overview

This Rmarkdown notebook explores exposure data for Ch. 3 of my dissertation project. This study uses air quality and drilling from 1999 to 2019 across California.

#### Data sources

- California Air Resources Board - administrative shapefiles
- Enverus (formerly DrillingInfo) - well sites
- US EPA Air Quality System (AQS) - monitoring sites, air pollutant concentrations
- US Census Bureau - administrative shapefiles

For this project, we used data from **`r length(levels(aqs_combined$site_id))`** unique monitors from the AQS dataset. We obtained data on concentrations of four air pollutants from 1999 to 2019: CO, O3, NO2, PM10, PM2.5, and SO2. Note that not all monitors monitor all pollutants.

### Air Quality Monitors

#### Map. Location of air quality monitors and oil fields

```{r echo=FALSE}
# makes map
ggplot() +
  geom_sf(data = st_union(cal_counties), fill = "#FFFFFF") +
  geom_sf(data = calgem_fields, color = "red") +
  geom_sf(data = aqs_sites, shape = 1) +
  theme_bw()
```




#### Map. Location of air quality monitors and air basins

```{r echo=FALSE}
# makes map
ggplot() +
  geom_sf(data = carb_air_basins, 
          aes(fill = NAME), color = "#FFFFFF", alpha = 0.7) +
  geom_sf(data = aqs_sites, shape = 1) +
  theme_bw()
```


We used data on **`r di_wells %>% filter(drilled_1999_to_2019 == 1) %>% nrow()`** well sites in preproduction and **`r di_wells %>% filter(prod_1999_to_2019 == 1) %>% nrow()`** well sites in production in California during the study period (1999-2019). Note that these groups are not mutually exclusive. Well sites were most highly concentrated in the Central Valley and Southern California. 

#### Map. Location of air quality monitors and well sites

The orange shaded area is a 5 km buffer around well sites in preproduction stage. The dark gray shaded area is a 5 km buffer around well sites in the production stage.

```{r echo=FALSE}
ggplot() +
  geom_sf(data = cal_counties, fill = "#000000", color = NA, alpha = 0.2) +
  geom_sf(data = wells_prod_buffer, fill = "#000000", alpha = 0.7) +
  geom_sf(data = wells_preprod_buffer, fill = "#f1a340", alpha = 0.7) +
  geom_sf(data = aqs_sites, shape = 2, alpha = 0.7) +
  theme_bw()
```


### Distribution of Pollutant Concentrations

///// organize by pollutant? map monitors by pollutant?

#### Distribution of CO Concentrations

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_histogram(aes(monthly_mean_co), bins = 100) + 
    labs(x = "Mean Monthly CO Concentration (ppm)", y = "Count") + 
    theme_classic()
```

#### Distribution of N02 Concentrations

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_histogram(aes(monthly_mean_no2), bins = 100) + 
    labs(x = "Mean Monthly NO2 Concentration (ppb)", y = "Count") + 
    theme_classic()
```

#### Distribution of Ozone Concentrations

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_histogram(aes(monthly_mean_ozone), bins = 100) + 
    labs(x = "Mean Monthly Ozone Concentration (ppm)", y = "Count") + 
    theme_classic()
```

#### Distribution of PM10 Concentrations

This distibution is right-skewed

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_histogram(aes(monthly_mean_pm10), bins = 100) + 
    labs(x = "Mean Monthly PM10 Concentration (µg/m^3)", y = "Count") + 
    theme_classic()
```

#### Distribution of PM2.5 Concentrations

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_histogram(aes(monthly_mean_pm2.5), bins = 100) + 
    labs(x = "Mean Monthly PM2.5 Concentration (µg/m^3)", y = "Count") + 
    theme_classic()
```

#### Distribution of SO2 Concentrations

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_histogram(aes(monthly_mean_so2), bins = 100) + 
    labs(x = "Mean Monthly SO2 Concentration (ppb)", y = "Count") + 
    theme_classic()
```

### Pollutant Concentrations by Month

#### CO Concentration by Month

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_point(aes(month_year, monthly_mean_co), alpha = 0.2) + 
    labs(x = "Time", y = "Mean Monthly CO Concentration (ppm)") + 
    theme_classic()
```

#### NO2 Concentration by Month

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_point(aes(month_year, monthly_mean_no2), alpha = 0.2) + 
    labs(x = "Time", y = "Mean Monthly NO2 Concentration (ppb)") + 
    theme_classic()
```

#### Ozone Concentration by Month

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_point(aes(month_year, monthly_mean_ozone), alpha = 0.2) + 
    labs(x = "Time", y = "Mean Monthly Ozone Concentration (ppm)") + 
    theme_classic()
```

#### PM10 Concentration by Month

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_point(aes(month_year, monthly_mean_pm10), alpha = 0.2) + 
    labs(x = "Time", y = "Mean Monthly PM10 Concentration (µg/m^3)") + 
    theme_classic()
```

#### PM2.5 Concentration by Month

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_point(aes(month_year, monthly_mean_pm2.5), alpha = 0.2) + 
    labs(x = "Time", y = "Mean Monthly PM2.5 Concentration (µg/m^3)") + 
    theme_classic()
```

#### SO2 Concentration by Month

```{r echo=FALSE, warning=FALSE}
aqs_combined %>%
  ggplot() +
    geom_point(aes(month_year, monthly_mean_so2), alpha = 0.2) + 
    labs(x = "Time", y = "Mean Monthly SO2 Concentration (ppb)") + 
    theme_classic()
```



### Concentrations by Air Basin

```{r echo=FALSE, include=FALSE}
##### move to data prep
aqs_combined_sf <- aqs_combined %>%
  st_as_sf(coords = c("longitude", "latitude"), crs = crs_nad83) %>%
  st_join(carb_air_basins)
  
##### makes figure
aqs_combined_sf %>%
  ggplot() +
    geom_smooth(aes(month_year, monthly_mean_pm2.5), alpha = 0.2) + 
    labs(x = "Time", y = "Mean Monthly PM2.5 Concentration (µg/m^3)") + 
    facet_wrap(~ NAME) +
    theme_classic()
```

